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Walter W. Piegorsch 
Statistical Data Analytics 
Foundations for Data Mining, Informatics, and Knowledge Discovery, Solutions Manual

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Adobe DRM
perlindungan daripada Walter W. Piegorsch: Statistical Data Analytics (ePUB)
Solutions Manual to accompany Statistical Data Analytics: Foundations for Data Mining, Informatics, and Knowledge Discovery
A comprehensive introduction to statistical methods for data mining and knowledge discovery.
Extensive solutions using actual data (with sample R programming code) are provided, illustrating diverse informatic sources in genomics, biomedicine, ecological remote sensing, astronomy, socioeconomics, marketing, advertising and finance, among many others.
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Jadual kandungan

Preface vii

1 Data analytics and data mining 1

2 Basic probability and statistical distributions 3

3 Data manipulation 14

4 Data visualization and statistical graphics 28

5 Statistical inference 45

6 Techniques for supervised learning: simple linear regression 65

7 Techniques for supervised learning: multiple linear regression 90

8 Supervised learning: generalized linear models 134

9 Supervised learning: classification 154

10 Techniques for unsupervised learning: dimension reduction 185

11 Techniques for unsupervised learning: clustering and association 200

References 216

Mengenai Pengarang

Walter W. Piegorsch, BIO5 Institute, University of Arizona, Tucson, AZ, USA is the current Editor-in-Chief of the journal Environmetrics and a previous Chairman of the American Statistical Association Section on Statistics and the Environment. Piegorsch is also an elected member of the International Statistical Institute and a Fellow of the American Statistical Association. He previously served as Joint-Editor of the Journal of the American Statistical Association and on the Board of Scientific Counselors for the U.S. National Toxicology Program.
Bahasa Inggeris ● Format EPUB ● Halaman-halaman 232 ● ISBN 9781119043638 ● Saiz fail 46.0 MB ● Penerbit John Wiley & Sons ● Diterbitkan 2015 ● Edisi 1 ● Muat turun 24 bulan ● Mata wang EUR ● ID 4416666 ● Salin perlindungan Adobe DRM
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